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Jintai Chen

19 papers at tracked venues · 12 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Generalist Model for Structured Data: Foundations, Frontiers and Applications
  2. Learning What Matters: Dynamic Dimension Selection and Aggregation for Interpretable Vision-Language Reward Modeling
  3. Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
  4. Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
  5. OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM
  6. Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba
  7. ProtCLIP: Function-Informed Protein Multi-Modal Learning
  8. Proxy-Bridged Game Transformer for Interactive Extreme Motion Prediction
  9. Scalable Autoregressive Monocular Depth Estimation
  10. Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
  11. Toward Human Deictic Gesture Target Estimation
  12. Can a Deep Learning Model be a Sure Bet for Tabular Prediction?
    SIGKDD 2024 · Jintai Chen
  13. Making Pre-trained Language Models Great on Tabular Prediction
  14. Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models
  15. Personalized Heart Disease Detection via ECG Digital Twin Generation
  16. Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs
  17. TeleOR: Real-Time Telemedicine System for Full-Scene Operating Room
  18. Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications
  19. 🐍 LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation